Which coding bootcamp certificates have the highest job placement rates for graduates with non tech degrees
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which coding bootcamp certificates have the highest job placement rates for graduates with non tech degrees
3 real searches · 1 real-search pass
2025 coding bootcamp graduate employment outcomes CIRR reports job placement rates career changers non technical degreeGoogle ↗
OBSERVEDConsequence
coding bootcamp outcomes reports 2024 2025 General Assembly Flatiron School Codesmith Hack Reactor employment rateGoogle ↗
OBSERVEDConsequence
CIRR member schools outcomes reports 2024 software engineering bootcamp employmentGoogle ↗
OBSERVEDConsequence
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
2025 coding bootcamp graduate employment outcomes CIRR reports job placement rates career changers non technical degree Google ↗
coding bootcamp outcomes reports 2024 2025 General Assembly Flatiron School Codesmith Hack Reactor employment rate Google ↗
CIRR member schools outcomes reports 2024 software engineering bootcamp employment Google ↗
- 2025 Outcomes Report · metana.io
- Codesmith Reviews · coursereport.com
- Can Coding Bootcamps Compete with Colleges? · switchup.org
- How to Choose a Coding Bootcamp Using Outcomes Data · classcentral.com
- Outcomes (new) · hackreactor.com
- school outcome reports · cirr.org
- Make Informed Decisions About Bootcamps · cirr.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 coding bootcamp graduate employment outcomes CIRR reports job placement rates career changers non technical degree OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
coding bootcamp outcomes reports 2024 2025 General Assembly Flatiron School Codesmith Hack Reactor employment rate OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
CIRR member schools outcomes reports 2024 software engineering bootcamp employment OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |